CultureTalk-ID - Language Steering into Local Languages: leaderboard
Metric: GlotLID accuracy (%; share of zero-shot dialogue continuations written in the requested local language when steered from an Indonesian dialogue; higher is better). Source: arxiv.org. Saturation forecast: Estimated already saturated. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash (Preview) | 92.7 |
| 2 | GPT-5.1 | 73.9 |
| 3 | Command A | 31.6 |
| 4 | Sailor2-8B-Chat | 23.7 |
| 5 | gemma2-9B-cpt-sahabatai-v1-instruct | 13.7 |
| 6 | Llama 3.1 8B Instruct | 9.2 |
| 7 | Gemma 2 9B (IT) | 7.8 |
| 8 | Qwen 3 8B | 1.5 |
Interactive version: theaggregate.ai/benchmark?slug=culturetalk-id-language-steering-into-local-languages · How It Works · Data refreshed daily, snapshot 2026-09-29.